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Faculty of Sciences
Document Details
Document Type
:
Thesis
Document Title
:
Nonparametric estimates of density function from Binned Data
تقديرات لامعلمية لدالة الكثافة من البيانات المجمعة
Subject
:
Statistics
Document Language
:
Arabic
Abstract
:
The main object of the thesis is to covered development of methods of nonparametric density estimation when the data is presented in the form of a frequency t able. However for better comprehension and for ease in comparison we have included a brief discussion of the problem of density estimation in general in Chapter 1. This is followed in Chapter 2 by a very short review of the methods of nonparametric density estimation. Chapter 3 discusses the age old histogram estimate based on binned data or data in the form of frequency table. The rest of the chapters basically discuss improvements on the histogram estimate. Thus Chapter 4 discusses the shifted histogram estimate, and Chapter 5 discusses the frequency polygon estimate, both of which are developed by Scott (1983, 1935). Other methods of improvement recently investigated are discussed in-Chapter 6. We believe the thesis provides a reasonably good coverage of the current attempts at bin based density estimation besides making some new contributions in Sections (6.2, 6.3) and (6.4
Supervisor
:
Dr. Mohammed Samieeldeen
Thesis Type
:
Master Thesis
Publishing Year
:
1417 AH
1996 AD
Co-Supervisor
:
Dr. Jalal Moustafa Alsayyad
Added Date
:
Saturday, June 14, 2008
Researchers
Researcher Name (Arabic)
Researcher Name (English)
Researcher Type
Dr Grade
Email
عادل عبدالقادر فرحات
Farahat, Adel A.
Researcher
Master
AAFARAHAT@kau.edu.sa
Files
File Name
Type
Description
23541.pdf
pdf
23542.pdf
pdf
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